Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 179078 |
| Missing cells | 513118 |
| Missing cells (%) | 13.6% |
| Duplicate rows | 22 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 28.7 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 8 |
| Text | 5 |
| Dataset has 22 (< 0.1%) duplicate rows | Duplicates |
wide_runs is highly overall correlated with extra_runs | High correlation |
legbye_runs is highly overall correlated with extra_runs | High correlation |
batsman_runs is highly overall correlated with total_runs | High correlation |
extra_runs is highly overall correlated with wide_runs and 2 other fields | High correlation |
total_runs is highly overall correlated with batsman_runs | High correlation |
inning is highly overall correlated with is_super_over | High correlation |
is_super_over is highly overall correlated with inning | High correlation |
bye_runs is highly overall correlated with dismissal_kind | High correlation |
penalty_runs is highly overall correlated with extra_runs and 1 other fields | High correlation |
dismissal_kind is highly overall correlated with bye_runs and 1 other fields | High correlation |
inning is highly imbalanced (56.7%) | Imbalance |
is_super_over is highly imbalanced (99.4%) | Imbalance |
bye_runs is highly imbalanced (98.7%) | Imbalance |
noball_runs is highly imbalanced (98.4%) | Imbalance |
penalty_runs is highly imbalanced (> 99.9%) | Imbalance |
player_dismissed has 170244 (95.1%) missing values | Missing |
dismissal_kind has 170244 (95.1%) missing values | Missing |
fielder has 172630 (96.4%) missing values | Missing |
wide_runs has 173673 (97.0%) zeros | Zeros |
legbye_runs has 176141 (98.4%) zeros | Zeros |
batsman_runs has 70845 (39.6%) zeros | Zeros |
extra_runs has 169541 (94.7%) zeros | Zeros |
total_runs has 63002 (35.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-06-09 06:38:49.210654 |
|---|---|
| Analysis finished | 2023-06-09 06:39:06.629525 |
| Duration | 17.42 seconds |
| Software version | ydata-profiling vv4.2.0 |
| Download configuration | config.json |
match_id
Real number (ℝ)
| Distinct | 756 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1802.253 |
| Minimum | 1 |
|---|---|
| Maximum | 11415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 190 |
| median | 379 |
| Q3 | 567 |
| 95-th percentile | 11314 |
| Maximum | 11415 |
| Range | 11414 |
| Interquartile range (IQR) | 377 |
Descriptive statistics
| Standard deviation | 3472.3228 |
|---|---|
| Coefficient of variation (CV) | 1.9266567 |
| Kurtosis | 2.2457871 |
| Mean | 1802.253 |
| Median Absolute Deviation (MAD) | 188 |
| Skewness | 1.9963805 |
| Sum | 3.2274386 × 108 |
| Variance | 12057026 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 126 | 267 | 0.1% |
| 34 | 263 | 0.1% |
| 534 | 262 | 0.1% |
| 476 | 262 | 0.1% |
| 388 | 261 | 0.1% |
| 570 | 259 | 0.1% |
| 190 | 259 | 0.1% |
| 536 | 258 | 0.1% |
| 401 | 258 | 0.1% |
| 211 | 257 | 0.1% |
| Other values (746) | 176472 |
| Value | Count | Frequency (%) |
| 1 | 248 | |
| 2 | 247 | |
| 3 | 218 | |
| 4 | 247 | |
| 5 | 248 | |
| 6 | 216 | |
| 7 | 254 | |
| 8 | 212 | |
| 9 | 226 | |
| 10 | 239 |
| Value | Count | Frequency (%) |
| 11415 | 248 | |
| 11414 | 239 | |
| 11413 | 252 | |
| 11412 | 237 | |
| 11347 | 228 | |
| 11346 | 235 | |
| 11345 | 246 | |
| 11344 | 224 | |
| 11343 | 234 | |
| 11342 | 249 |
inning
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 50 |
| 4 | 38 |
| 5 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 179078 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 92742 | |
| 2 | 86240 | |
| 3 | 50 | < 0.1% |
| 4 | 38 | < 0.1% |
| 5 | 8 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 92742 | |
| 2 | 86240 | |
| 3 | 50 | < 0.1% |
| 4 | 38 | < 0.1% |
| 5 | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 92742 | |
| 2 | 86240 | |
| 3 | 50 | < 0.1% |
| 4 | 38 | < 0.1% |
| 5 | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 92742 | |
| 2 | 86240 | |
| 3 | 50 | < 0.1% |
| 4 | 38 | < 0.1% |
| 5 | 8 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 179078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 92742 | |
| 2 | 86240 | |
| 3 | 50 | < 0.1% |
| 4 | 38 | < 0.1% |
| 5 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 92742 | |
| 2 | 86240 | |
| 3 | 50 | < 0.1% |
| 4 | 38 | < 0.1% |
| 5 | 8 | < 0.1% |
batting_team
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Mumbai Indians | |
|---|---|
| Kings XI Punjab | |
| Royal Challengers Bangalore | |
| Kolkata Knight Riders | |
| Chennai Super Kings | |
| Other values (10) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 17.982533 |
| Min length | 13 |
Characters and Unicode
| Total characters | 3220276 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sunrisers Hyderabad |
|---|---|
| 2nd row | Sunrisers Hyderabad |
| 3rd row | Sunrisers Hyderabad |
| 4th row | Sunrisers Hyderabad |
| 5th row | Sunrisers Hyderabad |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Indians | 22619 | |
| Kings XI Punjab | 20931 | |
| Royal Challengers Bangalore | 20908 | |
| Kolkata Knight Riders | 20858 | |
| Chennai Super Kings | 19762 | |
| Delhi Daredevils | 18786 | |
| Rajasthan Royals | 17292 | |
| Sunrisers Hyderabad | 12908 | |
| Deccan Chargers | 9034 | 5.0% |
| Pune Warriors | 5443 | 3.0% |
| Other values (5) | 10537 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kings | 40693 | 9.1% |
| mumbai | 22619 | 5.1% |
| indians | 22619 | 5.1% |
| xi | 20931 | 4.7% |
| punjab | 20931 | 4.7% |
| royal | 20908 | 4.7% |
| challengers | 20908 | 4.7% |
| bangalore | 20908 | 4.7% |
| kolkata | 20858 | 4.7% |
| knight | 20858 | 4.7% |
| Other values (22) | 213444 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 366154 | 11.4% |
| n | 267743 | 8.3% |
| 266599 | 8.3% | |
| e | 240824 | 7.5% |
| i | 222738 | 6.9% |
| s | 212440 | 6.6% |
| r | 184553 | 5.7% |
| l | 164754 | 5.1% |
| g | 119361 | 3.7% |
| h | 110131 | 3.4% |
| Other values (27) | 1064979 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2487069 | |
| Uppercase Letter | 466608 | 14.5% |
| Space Separator | 266599 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 366154 | |
| n | 267743 | |
| e | 240824 | |
| i | 222738 | |
| s | 212440 | |
| r | 184553 | 7.4% |
| l | 164754 | 6.6% |
| g | 119361 | 4.8% |
| h | 110131 | 4.4% |
| u | 93771 | 3.8% |
| Other values (11) | 504600 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 85573 | |
| R | 79830 | |
| C | 51613 | |
| D | 48515 | |
| I | 43550 | |
| S | 36150 | |
| P | 29854 | 6.4% |
| M | 22619 | 4.8% |
| X | 20931 | 4.5% |
| B | 20908 | 4.5% |
| Other values (5) | 27065 | 5.8% |
Space Separator
| Value | Count | Frequency (%) |
| 266599 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2953677 | |
| Common | 266599 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 366154 | 12.4% |
| n | 267743 | 9.1% |
| e | 240824 | 8.2% |
| i | 222738 | 7.5% |
| s | 212440 | 7.2% |
| r | 184553 | 6.2% |
| l | 164754 | 5.6% |
| g | 119361 | 4.0% |
| h | 110131 | 3.7% |
| u | 93771 | 3.2% |
| Other values (26) | 971208 |
Common
| Value | Count | Frequency (%) |
| 266599 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3220276 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 366154 | 11.4% |
| n | 267743 | 8.3% |
| 266599 | 8.3% | |
| e | 240824 | 7.5% |
| i | 222738 | 6.9% |
| s | 212440 | 6.6% |
| r | 184553 | 5.7% |
| l | 164754 | 5.1% |
| g | 119361 | 3.7% |
| h | 110131 | 3.4% |
| Other values (27) | 1064979 |
bowling_team
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Mumbai Indians | |
|---|---|
| Royal Challengers Bangalore | |
| Kolkata Knight Riders | |
| Kings XI Punjab | |
| Chennai Super Kings | |
| Other values (10) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 18.003836 |
| Min length | 13 |
Characters and Unicode
| Total characters | 3224091 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Royal Challengers Bangalore |
|---|---|
| 2nd row | Royal Challengers Bangalore |
| 3rd row | Royal Challengers Bangalore |
| 4th row | Royal Challengers Bangalore |
| 5th row | Royal Challengers Bangalore |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Indians | 22517 | |
| Royal Challengers Bangalore | 21236 | |
| Kolkata Knight Riders | 20940 | |
| Kings XI Punjab | 20782 | |
| Chennai Super Kings | 19556 | |
| Delhi Daredevils | 18725 | |
| Rajasthan Royals | 17382 | |
| Sunrisers Hyderabad | 12779 | |
| Deccan Chargers | 9039 | |
| Pune Warriors | 5457 | 3.0% |
| Other values (5) | 10665 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kings | 40338 | 9.0% |
| mumbai | 22517 | 5.1% |
| indians | 22517 | 5.1% |
| royal | 21236 | 4.8% |
| challengers | 21236 | 4.8% |
| bangalore | 21236 | 4.8% |
| kolkata | 20940 | 4.7% |
| knight | 20940 | 4.7% |
| riders | 20940 | 4.7% |
| xi | 20782 | 4.7% |
| Other values (22) | 213145 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 367329 | 11.4% |
| n | 267509 | 8.3% |
| 266749 | 8.3% | |
| e | 241305 | 7.5% |
| i | 222208 | 6.9% |
| s | 212468 | 6.6% |
| r | 184795 | 5.7% |
| l | 166256 | 5.2% |
| g | 119875 | 3.7% |
| h | 110455 | 3.4% |
| Other values (27) | 1065142 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2490733 | |
| Uppercase Letter | 466609 | 14.5% |
| Space Separator | 266749 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 367329 | |
| n | 267509 | |
| e | 241305 | |
| i | 222208 | |
| s | 212468 | |
| r | 184795 | 7.4% |
| l | 166256 | 6.7% |
| g | 119875 | 4.8% |
| h | 110455 | 4.4% |
| u | 93336 | 3.7% |
| Other values (11) | 505197 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 85446 | |
| R | 80483 | |
| C | 51794 | |
| D | 48452 | |
| I | 43299 | |
| S | 35878 | |
| P | 29782 | 6.4% |
| M | 22517 | 4.8% |
| B | 21236 | 4.6% |
| X | 20782 | 4.5% |
| Other values (5) | 26940 | 5.8% |
Space Separator
| Value | Count | Frequency (%) |
| 266749 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2957342 | |
| Common | 266749 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 367329 | 12.4% |
| n | 267509 | 9.0% |
| e | 241305 | 8.2% |
| i | 222208 | 7.5% |
| s | 212468 | 7.2% |
| r | 184795 | 6.2% |
| l | 166256 | 5.6% |
| g | 119875 | 4.1% |
| h | 110455 | 3.7% |
| u | 93336 | 3.2% |
| Other values (26) | 971806 |
Common
| Value | Count | Frequency (%) |
| 266749 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3224091 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 367329 | 11.4% |
| n | 267509 | 8.3% |
| 266749 | 8.3% | |
| e | 241305 | 7.5% |
| i | 222208 | 6.9% |
| s | 212468 | 6.6% |
| r | 184795 | 5.7% |
| l | 166256 | 5.2% |
| g | 119875 | 3.7% |
| h | 110455 | 3.4% |
| Other values (27) | 1065142 |
over
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.162488 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.6776843 |
|---|---|
| Coefficient of variation (CV) | 0.55869039 |
| Kurtosis | -1.1833564 |
| Mean | 10.162488 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.049017583 |
| Sum | 1819878 |
| Variance | 32.236099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 1 | 9603 | 5.4% |
| 2 | 9498 | 5.3% |
| 3 | 9415 | 5.3% |
| 4 | 9379 | 5.2% |
| 5 | 9345 | 5.2% |
| 6 | 9326 | 5.2% |
| 7 | 9283 | 5.2% |
| 8 | 9253 | 5.2% |
| 9 | 9231 | 5.2% |
| 10 | 9184 | 5.1% |
| Other values (10) | 85561 |
| Value | Count | Frequency (%) |
| 1 | 9603 | |
| 2 | 9498 | |
| 3 | 9415 | |
| 4 | 9379 | |
| 5 | 9345 | |
| 6 | 9326 | |
| 7 | 9283 | |
| 8 | 9253 | |
| 9 | 9231 | |
| 10 | 9184 |
| Value | Count | Frequency (%) |
| 20 | 6738 | |
| 19 | 7866 | |
| 18 | 8387 | |
| 17 | 8648 | |
| 16 | 8761 | |
| 15 | 8900 | |
| 14 | 8978 | |
| 13 | 9073 | |
| 12 | 9090 | |
| 11 | 9120 |
ball
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6155865 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.806966 |
|---|---|
| Coefficient of variation (CV) | 0.49977119 |
| Kurtosis | -1.0831079 |
| Mean | 3.6155865 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0961223 |
| Sum | 647472 |
| Variance | 3.265126 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 29047 | |
| 2 | 28963 | |
| 3 | 28878 | |
| 4 | 28812 | |
| 5 | 28720 | |
| 6 | 28628 | |
| 7 | 5113 | 2.9% |
| 8 | 795 | 0.4% |
| 9 | 122 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29047 | |
| 2 | 28963 | |
| 3 | 28878 | |
| 4 | 28812 | |
| 5 | 28720 | |
| 6 | 28628 | |
| 7 | 5113 | 2.9% |
| 8 | 795 | 0.4% |
| 9 | 122 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 122 | 0.1% |
| 8 | 795 | 0.4% |
| 7 | 5113 | 2.9% |
| 6 | 28628 | |
| 5 | 28720 | |
| 4 | 28812 | |
| 3 | 28878 | |
| 2 | 28963 | |
| 1 | 29047 |
batsman
Text
| Distinct | 516 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.3189672 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1668822 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | DA Warner |
|---|---|
| 2nd row | DA Warner |
| 3rd row | DA Warner |
| 4th row | DA Warner |
| 5th row | DA Warner |
| Value | Count | Frequency (%) |
| s | 6778 | 1.8% |
| v | 6474 | 1.8% |
| singh | 4936 | 1.3% |
| da | 4774 | 1.3% |
| sr | 4683 | 1.3% |
| sharma | 4675 | 1.3% |
| m | 4395 | 1.2% |
| de | 4367 | 1.2% |
| sk | 4324 | 1.2% |
| kohli | 4231 | 1.2% |
| Other values (686) | 317432 |
Most occurring characters
| Value | Count | Frequency (%) |
| 187991 | 11.3% | |
| a | 184573 | 11.1% |
| i | 81253 | 4.9% |
| n | 77193 | 4.6% |
| h | 76034 | 4.6% |
| r | 71858 | 4.3% |
| e | 67861 | 4.1% |
| S | 67592 | 4.1% |
| l | 63139 | 3.8% |
| s | 44242 | 2.7% |
| Other values (44) | 747086 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 970275 | |
| Uppercase Letter | 510339 | |
| Space Separator | 187991 | 11.3% |
| Dash Punctuation | 217 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 184573 | |
| i | 81253 | 8.4% |
| n | 77193 | 8.0% |
| h | 76034 | 7.8% |
| r | 71858 | 7.4% |
| e | 67861 | 7.0% |
| l | 63139 | 6.5% |
| s | 44242 | 4.6% |
| t | 37269 | 3.8% |
| o | 37236 | 3.8% |
| Other values (16) | 229617 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 67592 | |
| R | 43865 | 8.6% |
| M | 43029 | 8.4% |
| A | 41775 | 8.2% |
| K | 41319 | 8.1% |
| D | 34993 | 6.9% |
| P | 34684 | 6.8% |
| J | 24265 | 4.8% |
| G | 23797 | 4.7% |
| V | 23047 | 4.5% |
| Other values (16) | 131973 |
Space Separator
| Value | Count | Frequency (%) |
| 187991 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1480614 | |
| Common | 188208 | 11.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 184573 | 12.5% |
| i | 81253 | 5.5% |
| n | 77193 | 5.2% |
| h | 76034 | 5.1% |
| r | 71858 | 4.9% |
| e | 67861 | 4.6% |
| S | 67592 | 4.6% |
| l | 63139 | 4.3% |
| s | 44242 | 3.0% |
| R | 43865 | 3.0% |
| Other values (42) | 703004 |
Common
| Value | Count | Frequency (%) |
| 187991 | ||
| - | 217 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1668822 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 187991 | 11.3% | |
| a | 184573 | 11.1% |
| i | 81253 | 4.9% |
| n | 77193 | 4.6% |
| h | 76034 | 4.6% |
| r | 71858 | 4.3% |
| e | 67861 | 4.1% |
| S | 67592 | 4.1% |
| l | 63139 | 3.8% |
| s | 44242 | 2.7% |
| Other values (44) | 747086 |
non_striker
Text
| Distinct | 511 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.320648 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1669123 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | S Dhawan |
|---|---|
| 2nd row | S Dhawan |
| 3rd row | S Dhawan |
| 4th row | S Dhawan |
| 5th row | S Dhawan |
| Value | Count | Frequency (%) |
| s | 7043 | 1.9% |
| v | 6487 | 1.8% |
| sr | 4897 | 1.3% |
| sharma | 4806 | 1.3% |
| singh | 4695 | 1.3% |
| m | 4518 | 1.2% |
| da | 4491 | 1.2% |
| sk | 4423 | 1.2% |
| de | 4315 | 1.2% |
| dhawan | 4209 | 1.1% |
| Other values (684) | 317210 |
Most occurring characters
| Value | Count | Frequency (%) |
| 188016 | 11.3% | |
| a | 185751 | 11.1% |
| i | 81026 | 4.9% |
| n | 77053 | 4.6% |
| h | 75783 | 4.5% |
| r | 71726 | 4.3% |
| e | 68802 | 4.1% |
| S | 67609 | 4.1% |
| l | 62640 | 3.8% |
| s | 44040 | 2.6% |
| Other values (44) | 746677 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 970642 | |
| Uppercase Letter | 510224 | |
| Space Separator | 188016 | 11.3% |
| Dash Punctuation | 241 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 185751 | |
| i | 81026 | 8.3% |
| n | 77053 | 7.9% |
| h | 75783 | 7.8% |
| r | 71726 | 7.4% |
| e | 68802 | 7.1% |
| l | 62640 | 6.5% |
| s | 44040 | 4.5% |
| t | 36629 | 3.8% |
| o | 35874 | 3.7% |
| Other values (16) | 231318 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 67609 | |
| R | 43936 | 8.6% |
| M | 43729 | 8.6% |
| A | 41719 | 8.2% |
| K | 41240 | 8.1% |
| P | 34420 | 6.7% |
| D | 34226 | 6.7% |
| J | 24292 | 4.8% |
| G | 24129 | 4.7% |
| V | 23253 | 4.6% |
| Other values (16) | 131671 |
Space Separator
| Value | Count | Frequency (%) |
| 188016 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 241 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1480866 | |
| Common | 188257 | 11.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 185751 | 12.5% |
| i | 81026 | 5.5% |
| n | 77053 | 5.2% |
| h | 75783 | 5.1% |
| r | 71726 | 4.8% |
| e | 68802 | 4.6% |
| S | 67609 | 4.6% |
| l | 62640 | 4.2% |
| s | 44040 | 3.0% |
| R | 43936 | 3.0% |
| Other values (42) | 702500 |
Common
| Value | Count | Frequency (%) |
| 188016 | ||
| - | 241 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1669123 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 188016 | 11.3% | |
| a | 185751 | 11.1% |
| i | 81026 | 4.9% |
| n | 77053 | 4.6% |
| h | 75783 | 4.5% |
| r | 71726 | 4.3% |
| e | 68802 | 4.1% |
| S | 67609 | 4.1% |
| l | 62640 | 3.8% |
| s | 44040 | 2.6% |
| Other values (44) | 746677 |
bowler
Text
| Distinct | 405 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 9.4648366 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1694944 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | TS Mills |
|---|---|
| 2nd row | TS Mills |
| 3rd row | TS Mills |
| 4th row | TS Mills |
| 5th row | TS Mills |
| Value | Count | Frequency (%) |
| r | 9707 | 2.7% |
| singh | 9243 | 2.5% |
| sharma | 9188 | 2.5% |
| a | 8586 | 2.4% |
| kumar | 7561 | 2.1% |
| s | 6896 | 1.9% |
| m | 6348 | 1.7% |
| p | 5150 | 1.4% |
| pp | 5102 | 1.4% |
| b | 4200 | 1.2% |
| Other values (559) | 292640 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 217289 | 12.8% |
| 185543 | 10.9% | |
| n | 90857 | 5.4% |
| r | 89577 | 5.3% |
| h | 87198 | 5.1% |
| i | 74125 | 4.4% |
| e | 71636 | 4.2% |
| S | 66424 | 3.9% |
| l | 54776 | 3.2% |
| M | 45498 | 2.7% |
| Other values (45) | 712021 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1032578 | |
| Uppercase Letter | 476162 | |
| Space Separator | 185543 | 10.9% |
| Dash Punctuation | 586 | < 0.1% |
| Open Punctuation | 25 | < 0.1% |
| Decimal Number | 25 | < 0.1% |
| Close Punctuation | 25 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 217289 | |
| n | 90857 | 8.8% |
| r | 89577 | 8.7% |
| h | 87198 | 8.4% |
| i | 74125 | 7.2% |
| e | 71636 | 6.9% |
| l | 54776 | 5.3% |
| o | 39839 | 3.9% |
| t | 39039 | 3.8% |
| m | 38850 | 3.8% |
| Other values (16) | 229392 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 66424 | |
| M | 45498 | 9.6% |
| A | 41882 | 8.8% |
| P | 40956 | 8.6% |
| K | 35273 | 7.4% |
| R | 33569 | 7.0% |
| J | 31117 | 6.5% |
| B | 25271 | 5.3% |
| D | 22315 | 4.7% |
| C | 19224 | 4.0% |
| Other values (14) | 114633 |
Space Separator
| Value | Count | Frequency (%) |
| 185543 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 586 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 25 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 25 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 25 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1508740 | |
| Common | 186204 | 11.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 217289 | 14.4% |
| n | 90857 | 6.0% |
| r | 89577 | 5.9% |
| h | 87198 | 5.8% |
| i | 74125 | 4.9% |
| e | 71636 | 4.7% |
| S | 66424 | 4.4% |
| l | 54776 | 3.6% |
| M | 45498 | 3.0% |
| A | 41882 | 2.8% |
| Other values (40) | 669478 |
Common
| Value | Count | Frequency (%) |
| 185543 | ||
| - | 586 | 0.3% |
| ( | 25 | < 0.1% |
| 2 | 25 | < 0.1% |
| ) | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1694944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 217289 | 12.8% |
| 185543 | 10.9% | |
| n | 90857 | 5.4% |
| r | 89577 | 5.3% |
| h | 87198 | 5.1% |
| i | 74125 | 4.4% |
| e | 71636 | 4.2% |
| S | 66424 | 3.9% |
| l | 54776 | 3.2% |
| M | 45498 | 2.7% |
| Other values (45) | 712021 |
is_super_over
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 1 | 81 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 179078 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 178997 | |
| 1 | 81 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 178997 | |
| 1 | 81 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 178997 | |
| 1 | 81 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 178997 | |
| 1 | 81 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 179078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 178997 | |
| 1 | 81 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 178997 | |
| 1 | 81 | < 0.1% |
wide_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.036721429 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 173673 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.25116113 |
|---|---|
| Coefficient of variation (CV) | 6.839634 |
| Kurtosis | 191.68588 |
| Mean | 0.036721429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.663078 |
| Sum | 6576 |
| Variance | 0.063081914 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 173673 | |
| 1 | 4915 | 2.7% |
| 2 | 230 | 0.1% |
| 5 | 208 | 0.1% |
| 3 | 47 | < 0.1% |
| 4 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 173673 | |
| 1 | 4915 | 2.7% |
| 2 | 230 | 0.1% |
| 3 | 47 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 208 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 208 | 0.1% |
| 4 | 5 | < 0.1% |
| 3 | 47 | < 0.1% |
| 2 | 230 | 0.1% |
| 1 | 4915 | 2.7% |
| 0 | 173673 |
bye_runs
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 1 | 324 |
| 4 | 123 |
| 2 | 31 |
| 3 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 179078 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 178598 | |
| 1 | 324 | 0.2% |
| 4 | 123 | 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 178598 | |
| 1 | 324 | 0.2% |
| 4 | 123 | 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 178598 | |
| 1 | 324 | 0.2% |
| 4 | 123 | 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 178598 | |
| 1 | 324 | 0.2% |
| 4 | 123 | 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 179078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 178598 | |
| 1 | 324 | 0.2% |
| 4 | 123 | 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 178598 | |
| 1 | 324 | 0.2% |
| 4 | 123 | 0.1% |
| 2 | 31 | < 0.1% |
| 3 | 2 | < 0.1% |
legbye_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021136041 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 176141 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1949083 |
|---|---|
| Coefficient of variation (CV) | 9.2216086 |
| Kurtosis | 242.32652 |
| Mean | 0.021136041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.777287 |
| Sum | 3785 |
| Variance | 0.037989245 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 176141 | |
| 1 | 2558 | 1.4% |
| 4 | 220 | 0.1% |
| 2 | 138 | 0.1% |
| 3 | 17 | < 0.1% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 176141 | |
| 1 | 2558 | 1.4% |
| 2 | 138 | 0.1% |
| 3 | 17 | < 0.1% |
| 4 | 220 | 0.1% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 4 | < 0.1% |
| 4 | 220 | 0.1% |
| 3 | 17 | < 0.1% |
| 2 | 138 | 0.1% |
| 1 | 2558 | 1.4% |
| 0 | 176141 |
noball_runs
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 1 | 698 |
| 2 | 9 |
| 5 | 6 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 179078 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 178364 | |
| 1 | 698 | 0.4% |
| 2 | 9 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 178364 | |
| 1 | 698 | 0.4% |
| 2 | 9 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 178364 | |
| 1 | 698 | 0.4% |
| 2 | 9 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 178364 | |
| 1 | 698 | 0.4% |
| 2 | 9 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 179078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 178364 | |
| 1 | 698 | 0.4% |
| 2 | 9 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 178364 | |
| 1 | 698 | 0.4% |
| 2 | 9 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 1 | < 0.1% |
penalty_runs
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| 0 | |
|---|---|
| 5 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 179078 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 179076 | |
| 5 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 179076 | |
| 5 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 179076 | |
| 5 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 179078 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 179076 | |
| 5 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 179078 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 179076 | |
| 5 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 179078 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 179076 | |
| 5 | 2 | < 0.1% |
batsman_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2468645 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 70845 |
| Zeros (%) | 39.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6082703 |
|---|---|
| Coefficient of variation (CV) | 1.2898517 |
| Kurtosis | 1.6326929 |
| Mean | 1.2468645 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5825227 |
| Sum | 223286 |
| Variance | 2.5865332 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 70845 | |
| 1 | 67523 | |
| 4 | 20392 | 11.4% |
| 2 | 11471 | 6.4% |
| 6 | 8170 | 4.6% |
| 3 | 587 | 0.3% |
| 5 | 79 | < 0.1% |
| 7 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 70845 | |
| 1 | 67523 | |
| 2 | 11471 | 6.4% |
| 3 | 587 | 0.3% |
| 4 | 20392 | 11.4% |
| 5 | 79 | < 0.1% |
| 6 | 8170 | 4.6% |
| 7 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 11 | < 0.1% |
| 6 | 8170 | 4.6% |
| 5 | 79 | < 0.1% |
| 4 | 20392 | 11.4% |
| 3 | 587 | 0.3% |
| 2 | 11471 | 6.4% |
| 1 | 67523 | |
| 0 | 70845 |
extra_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.067032243 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 169541 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.34255293 |
|---|---|
| Coefficient of variation (CV) | 5.1102711 |
| Kurtosis | 91.227968 |
| Mean | 0.067032243 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.2341627 |
| Sum | 12004 |
| Variance | 0.11734251 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 169541 | |
| 1 | 8495 | 4.7% |
| 2 | 407 | 0.2% |
| 4 | 348 | 0.2% |
| 5 | 219 | 0.1% |
| 3 | 67 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 169541 | |
| 1 | 8495 | 4.7% |
| 2 | 407 | 0.2% |
| 3 | 67 | < 0.1% |
| 4 | 348 | 0.2% |
| 5 | 219 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 5 | 219 | 0.1% |
| 4 | 348 | 0.2% |
| 3 | 67 | < 0.1% |
| 2 | 407 | 0.2% |
| 1 | 8495 | 4.7% |
| 0 | 169541 |
total_runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3138967 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 63002 |
| Zeros (%) | 35.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6054216 |
|---|---|
| Coefficient of variation (CV) | 1.2218781 |
| Kurtosis | 1.6401385 |
| Mean | 1.3138967 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5569328 |
| Sum | 235290 |
| Variance | 2.5773787 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 73059 | |
| 0 | 63002 | |
| 4 | 20599 | 11.5% |
| 2 | 13125 | 7.3% |
| 6 | 8148 | 4.5% |
| 3 | 688 | 0.4% |
| 5 | 339 | 0.2% |
| 8 | 64 | < 0.1% |
| 7 | 38 | < 0.1% |
| 10 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 63002 | |
| 1 | 73059 | |
| 2 | 13125 | 7.3% |
| 3 | 688 | 0.4% |
| 4 | 20599 | 11.5% |
| 5 | 339 | 0.2% |
| 6 | 8148 | 4.5% |
| 7 | 38 | < 0.1% |
| 8 | 64 | < 0.1% |
| 10 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 16 | < 0.1% |
| 8 | 64 | < 0.1% |
| 7 | 38 | < 0.1% |
| 6 | 8148 | 4.5% |
| 5 | 339 | 0.2% |
| 4 | 20599 | 11.5% |
| 3 | 688 | 0.4% |
| 2 | 13125 | 7.3% |
| 1 | 73059 | |
| 0 | 63002 |
player_dismissed
Text
| Distinct | 487 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 170244 |
| Missing (%) | 95.1% |
| Memory size | 1.4 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.3534073 |
| Min length | 5 |
Characters and Unicode
| Total characters | 82628 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 80 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | DA Warner |
|---|---|
| 2nd row | S Dhawan |
| 3rd row | MC Henriques |
| 4th row | Yuvraj Singh |
| 5th row | Mandeep Singh |
| Value | Count | Frequency (%) |
| singh | 316 | 1.7% |
| s | 311 | 1.7% |
| v | 261 | 1.4% |
| r | 246 | 1.4% |
| m | 241 | 1.3% |
| sharma | 237 | 1.3% |
| sk | 189 | 1.0% |
| patel | 189 | 1.0% |
| sr | 184 | 1.0% |
| de | 175 | 1.0% |
| Other values (653) | 15744 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9407 | 11.4% |
| 9259 | 11.2% | |
| i | 3946 | 4.8% |
| h | 3889 | 4.7% |
| n | 3835 | 4.6% |
| r | 3632 | 4.4% |
| e | 3337 | 4.0% |
| S | 3271 | 4.0% |
| l | 2975 | 3.6% |
| M | 2129 | 2.6% |
| Other values (44) | 36948 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 48396 | |
| Uppercase Letter | 24951 | |
| Space Separator | 9259 | 11.2% |
| Dash Punctuation | 22 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9407 | |
| i | 3946 | 8.2% |
| h | 3889 | 8.0% |
| n | 3835 | 7.9% |
| r | 3632 | 7.5% |
| e | 3337 | 6.9% |
| l | 2975 | 6.1% |
| s | 2067 | 4.3% |
| t | 1920 | 4.0% |
| o | 1860 | 3.8% |
| Other values (16) | 11528 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3271 | |
| M | 2129 | 8.5% |
| A | 2123 | 8.5% |
| R | 2111 | 8.5% |
| K | 1943 | 7.8% |
| P | 1810 | 7.3% |
| D | 1552 | 6.2% |
| J | 1250 | 5.0% |
| V | 1083 | 4.3% |
| G | 1070 | 4.3% |
| Other values (16) | 6609 |
Space Separator
| Value | Count | Frequency (%) |
| 9259 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 73347 | |
| Common | 9281 | 11.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9407 | 12.8% |
| i | 3946 | 5.4% |
| h | 3889 | 5.3% |
| n | 3835 | 5.2% |
| r | 3632 | 5.0% |
| e | 3337 | 4.5% |
| S | 3271 | 4.5% |
| l | 2975 | 4.1% |
| M | 2129 | 2.9% |
| A | 2123 | 2.9% |
| Other values (42) | 34803 |
Common
| Value | Count | Frequency (%) |
| 9259 | ||
| - | 22 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 82628 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9407 | 11.4% |
| 9259 | 11.2% | |
| i | 3946 | 4.8% |
| h | 3889 | 4.7% |
| n | 3835 | 4.6% |
| r | 3632 | 4.4% |
| e | 3337 | 4.0% |
| S | 3271 | 4.0% |
| l | 2975 | 3.6% |
| M | 2129 | 2.6% |
| Other values (44) | 36948 |
dismissal_kind
Categorical
HIGH CORRELATION MISSING
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 170244 |
| Missing (%) | 95.1% |
| Memory size | 1.4 MiB |
| caught | |
|---|---|
| bowled | |
| run out | |
| lbw | |
| stumped | 278 |
| Other values (4) | 235 |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 6.2233416 |
| Min length | 3 |
Characters and Unicode
| Total characters | 54977 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | caught |
|---|---|
| 2nd row | caught |
| 3rd row | caught |
| 4th row | bowled |
| 5th row | bowled |
Common Values
| Value | Count | Frequency (%) |
| caught | 5348 | 3.0% |
| bowled | 1581 | 0.9% |
| run out | 852 | 0.5% |
| lbw | 540 | 0.3% |
| stumped | 278 | 0.2% |
| caught and bowled | 211 | 0.1% |
| retired hurt | 12 | < 0.1% |
| hit wicket | 10 | < 0.1% |
| obstructing the field | 2 | < 0.1% |
| (Missing) | 170244 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| caught | 5559 | |
| bowled | 1792 | 17.7% |
| run | 852 | 8.4% |
| out | 852 | 8.4% |
| lbw | 540 | 5.3% |
| stumped | 278 | 2.7% |
| and | 211 | 2.1% |
| retired | 12 | 0.1% |
| hurt | 12 | 0.1% |
| hit | 10 | 0.1% |
| Other values (4) | 16 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 7555 | |
| t | 6739 | |
| a | 5770 | |
| h | 5583 | |
| c | 5571 | |
| g | 5561 | |
| o | 2646 | 4.8% |
| w | 2342 | 4.3% |
| b | 2334 | 4.2% |
| l | 2334 | 4.2% |
| Other values (11) | 8542 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 53677 | |
| Space Separator | 1300 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 7555 | |
| t | 6739 | |
| a | 5770 | |
| h | 5583 | |
| c | 5571 | |
| g | 5561 | |
| o | 2646 | 4.9% |
| w | 2342 | 4.4% |
| b | 2334 | 4.3% |
| l | 2334 | 4.3% |
| Other values (10) | 7242 |
Space Separator
| Value | Count | Frequency (%) |
| 1300 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 53677 | |
| Common | 1300 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 7555 | |
| t | 6739 | |
| a | 5770 | |
| h | 5583 | |
| c | 5571 | |
| g | 5561 | |
| o | 2646 | 4.9% |
| w | 2342 | 4.4% |
| b | 2334 | 4.3% |
| l | 2334 | 4.3% |
| Other values (10) | 7242 |
Common
| Value | Count | Frequency (%) |
| 1300 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 7555 | |
| t | 6739 | |
| a | 5770 | |
| h | 5583 | |
| c | 5571 | |
| g | 5561 | |
| o | 2646 | 4.8% |
| w | 2342 | 4.3% |
| b | 2334 | 4.2% |
| l | 2334 | 4.2% |
| Other values (11) | 8542 |
fielder
Text
| Distinct | 499 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 172630 |
| Missing (%) | 96.4% |
| Memory size | 1.4 MiB |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 9.4627792 |
| Min length | 5 |
Characters and Unicode
| Total characters | 61016 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 93 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | Mandeep Singh |
|---|---|
| 2nd row | Sachin Baby |
| 3rd row | Sachin Baby |
| 4th row | DA Warner |
| 5th row | BCJ Cutting |
| Value | Count | Frequency (%) |
| singh | 204 | 1.5% |
| r | 202 | 1.5% |
| s | 198 | 1.5% |
| ms | 194 | 1.5% |
| m | 192 | 1.4% |
| sharma | 188 | 1.4% |
| de | 169 | 1.3% |
| karthik | 166 | 1.2% |
| patel | 164 | 1.2% |
| dhoni | 159 | 1.2% |
| Other values (618) | 11488 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7001 | 11.5% |
| 6876 | 11.3% | |
| i | 3038 | 5.0% |
| h | 2979 | 4.9% |
| n | 2729 | 4.5% |
| r | 2676 | 4.4% |
| e | 2412 | 4.0% |
| S | 2348 | 3.8% |
| l | 2158 | 3.5% |
| K | 1593 | 2.6% |
| Other values (45) | 27206 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35853 | |
| Uppercase Letter | 18124 | |
| Space Separator | 6876 | 11.3% |
| Open Punctuation | 76 | 0.1% |
| Close Punctuation | 76 | 0.1% |
| Dash Punctuation | 11 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7001 | |
| i | 3038 | 8.5% |
| h | 2979 | 8.3% |
| n | 2729 | 7.6% |
| r | 2676 | 7.5% |
| e | 2412 | 6.7% |
| l | 2158 | 6.0% |
| t | 1555 | 4.3% |
| s | 1517 | 4.2% |
| o | 1425 | 4.0% |
| Other values (16) | 8363 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2348 | |
| K | 1593 | 8.8% |
| M | 1557 | 8.6% |
| A | 1526 | 8.4% |
| R | 1482 | 8.2% |
| P | 1365 | 7.5% |
| D | 1237 | 6.8% |
| J | 917 | 5.1% |
| B | 845 | 4.7% |
| V | 789 | 4.4% |
| Other values (15) | 4465 |
Space Separator
| Value | Count | Frequency (%) |
| 6876 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 76 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 76 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 53977 | |
| Common | 7039 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7001 | 13.0% |
| i | 3038 | 5.6% |
| h | 2979 | 5.5% |
| n | 2729 | 5.1% |
| r | 2676 | 5.0% |
| e | 2412 | 4.5% |
| S | 2348 | 4.4% |
| l | 2158 | 4.0% |
| K | 1593 | 3.0% |
| M | 1557 | 2.9% |
| Other values (41) | 25486 |
Common
| Value | Count | Frequency (%) |
| 6876 | ||
| ( | 76 | 1.1% |
| ) | 76 | 1.1% |
| - | 11 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7001 | 11.5% |
| 6876 | 11.3% | |
| i | 3038 | 5.0% |
| h | 2979 | 4.9% |
| n | 2729 | 4.5% |
| r | 2676 | 4.4% |
| e | 2412 | 4.0% |
| S | 2348 | 3.8% |
| l | 2158 | 3.5% |
| K | 1593 | 2.6% |
| Other values (45) | 27206 |
| match_id | over | ball | wide_runs | legbye_runs | batsman_runs | extra_runs | total_runs | inning | batting_team | bowling_team | is_super_over | bye_runs | noball_runs | penalty_runs | dismissal_kind | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| match_id | 1.000 | 0.008 | -0.002 | -0.006 | -0.013 | 0.034 | -0.016 | 0.022 | 0.017 | 0.291 | 0.294 | 0.009 | 0.003 | 0.001 | 0.000 | 0.070 |
| over | 0.008 | 1.000 | -0.007 | -0.007 | 0.001 | 0.133 | 0.005 | 0.132 | 0.046 | 0.000 | 0.000 | 0.061 | 0.026 | 0.018 | 0.000 | 0.070 |
| ball | -0.002 | -0.007 | 1.000 | -0.005 | -0.006 | 0.011 | -0.005 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.002 | 0.000 | 0.022 |
| wide_runs | -0.006 | -0.007 | -0.005 | 1.000 | -0.023 | -0.156 | 0.743 | 0.078 | 0.000 | 0.005 | 0.008 | 0.000 | 0.000 | 0.002 | 0.046 | 0.231 |
| legbye_runs | -0.013 | 0.001 | -0.006 | -0.023 | 1.000 | -0.120 | 0.545 | 0.058 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.260 |
| batsman_runs | 0.034 | 0.133 | 0.011 | -0.156 | -0.120 | 1.000 | -0.196 | 0.945 | 0.006 | 0.015 | 0.014 | 0.010 | 0.025 | 0.064 | 0.000 | 0.344 |
| extra_runs | -0.016 | 0.005 | -0.005 | 0.743 | 0.545 | -0.196 | 1.000 | 0.118 | 0.000 | 0.005 | 0.008 | 0.005 | 0.352 | 0.189 | 0.709 | 0.231 |
| total_runs | 0.022 | 0.132 | 0.009 | 0.078 | 0.058 | 0.945 | 0.118 | 1.000 | 0.006 | 0.014 | 0.012 | 0.014 | 0.153 | 0.167 | 0.121 | 0.245 |
| inning | 0.017 | 0.046 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.006 | 1.000 | 0.048 | 0.055 | 0.962 | 0.003 | 0.007 | 0.000 | 0.015 |
| batting_team | 0.291 | 0.000 | 0.000 | 0.005 | 0.000 | 0.015 | 0.005 | 0.014 | 0.048 | 1.000 | 0.121 | 0.014 | 0.004 | 0.003 | 0.004 | 0.030 |
| bowling_team | 0.294 | 0.000 | 0.000 | 0.008 | 0.004 | 0.014 | 0.008 | 0.012 | 0.055 | 0.121 | 1.000 | 0.012 | 0.003 | 0.004 | 0.000 | 0.027 |
| is_super_over | 0.009 | 0.061 | 0.000 | 0.000 | 0.000 | 0.010 | 0.005 | 0.014 | 0.962 | 0.014 | 0.012 | 1.000 | 0.002 | 0.015 | 0.000 | 0.000 |
| bye_runs | 0.003 | 0.026 | 0.004 | 0.000 | 0.000 | 0.025 | 0.352 | 0.153 | 0.003 | 0.004 | 0.003 | 0.002 | 1.000 | 0.000 | 0.000 | 1.000 |
| noball_runs | 0.001 | 0.018 | 0.002 | 0.002 | 0.000 | 0.064 | 0.189 | 0.167 | 0.007 | 0.003 | 0.004 | 0.015 | 0.000 | 1.000 | 0.000 | 0.048 |
| penalty_runs | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.709 | 0.121 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
| dismissal_kind | 0.070 | 0.070 | 0.022 | 0.231 | 0.260 | 0.344 | 0.231 | 0.245 | 0.015 | 0.030 | 0.027 | 0.000 | 1.000 | 0.048 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| match_id | inning | batting_team | bowling_team | over | ball | batsman | non_striker | bowler | is_super_over | wide_runs | bye_runs | legbye_runs | noball_runs | penalty_runs | batsman_runs | extra_runs | total_runs | player_dismissed | dismissal_kind | fielder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 1 | DA Warner | S Dhawan | TS Mills | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN |
| 1 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 2 | DA Warner | S Dhawan | TS Mills | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN |
| 2 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 3 | DA Warner | S Dhawan | TS Mills | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | NaN | NaN | NaN |
| 3 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 4 | DA Warner | S Dhawan | TS Mills | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN |
| 4 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 5 | DA Warner | S Dhawan | TS Mills | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | NaN | NaN | NaN |
| 5 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 6 | S Dhawan | DA Warner | TS Mills | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN |
| 6 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 7 | S Dhawan | DA Warner | TS Mills | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | NaN | NaN | NaN |
| 7 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 2 | 1 | S Dhawan | DA Warner | A Choudhary | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN |
| 8 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 2 | 2 | DA Warner | S Dhawan | A Choudhary | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | NaN | NaN | NaN |
| 9 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 2 | 3 | DA Warner | S Dhawan | A Choudhary | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | NaN | NaN | NaN |
| match_id | inning | batting_team | bowling_team | over | ball | batsman | non_striker | bowler | is_super_over | wide_runs | bye_runs | legbye_runs | noball_runs | penalty_runs | batsman_runs | extra_runs | total_runs | player_dismissed | dismissal_kind | fielder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 179068 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 19 | 3 | RA Jadeja | SR Watson | JJ Bumrah | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | NaN | NaN | NaN |
| 179069 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 19 | 4 | RA Jadeja | SR Watson | JJ Bumrah | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN |
| 179070 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 19 | 5 | RA Jadeja | SR Watson | JJ Bumrah | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | NaN | NaN | NaN |
| 179071 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 19 | 6 | RA Jadeja | SR Watson | JJ Bumrah | 0 | 0 | 4 | 0 | 0 | 0 | 4 | 4 | 8 | NaN | NaN | NaN |
| 179072 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 20 | 1 | SR Watson | RA Jadeja | SL Malinga | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN |
| 179073 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 20 | 2 | RA Jadeja | SR Watson | SL Malinga | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN |
| 179074 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 20 | 3 | SR Watson | RA Jadeja | SL Malinga | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | NaN | NaN | NaN |
| 179075 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 20 | 4 | SR Watson | RA Jadeja | SL Malinga | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | SR Watson | run out | KH Pandya |
| 179076 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 20 | 5 | SN Thakur | RA Jadeja | SL Malinga | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | NaN | NaN | NaN |
| 179077 | 11415 | 2 | Chennai Super Kings | Mumbai Indians | 20 | 6 | SN Thakur | RA Jadeja | SL Malinga | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | SN Thakur | lbw | NaN |
Most frequently occurring
| match_id | inning | batting_team | bowling_team | over | ball | batsman | non_striker | bowler | is_super_over | wide_runs | bye_runs | legbye_runs | noball_runs | penalty_runs | batsman_runs | extra_runs | total_runs | player_dismissed | dismissal_kind | fielder | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12 | 11314 | 1 | Kolkata Knight Riders | Chennai Super Kings | 4 | 1 | RV Uthappa | KD Karthik | RA Jadeja | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN | 3 |
| 0 | 221 | 1 | Mumbai Indians | Delhi Daredevils | 4 | 1 | SR Tendulkar | C Madan | PJ Sangwan | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN | 2 |
| 1 | 7946 | 1 | Rajasthan Royals | Royal Challengers Bangalore | 4 | 4 | AM Rahane | RA Tripathi | UT Yadav | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | NaN | NaN | NaN | 2 |
| 2 | 7946 | 1 | Rajasthan Royals | Royal Challengers Bangalore | 4 | 5 | AM Rahane | RA Tripathi | UT Yadav | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN | 2 |
| 3 | 7946 | 1 | Rajasthan Royals | Royal Challengers Bangalore | 13 | 5 | RA Tripathi | AM Rahane | YS Chahal | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | 2 |
| 4 | 7946 | 2 | Royal Challengers Bangalore | Rajasthan Royals | 10 | 1 | AB de Villiers | Mandeep Singh | I Sodhi | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | 2 |
| 5 | 11144 | 2 | Sunrisers Hyderabad | Rajasthan Royals | 6 | 6 | J Bairstow | DA Warner | J Archer | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 4 | NaN | NaN | NaN | 2 |
| 6 | 11150 | 1 | Royal Challengers Bangalore | Rajasthan Royals | 10 | 1 | PA Patel | S Hetmyer | K Gowtham | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | NaN | NaN | NaN | 2 |
| 7 | 11150 | 2 | Rajasthan Royals | Royal Challengers Bangalore | 4 | 4 | JC Buttler | AM Rahane | N Saini | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | 2 |
| 8 | 11311 | 1 | Royal Challengers Bangalore | Delhi Capitals | 1 | 6 | PA Patel | V Kohli | I Sharma | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | 2 |